% latex table generated in R 4.3.1 by xtable 1.8-4 package
% Mon Sep  4 09:30:13 2023
\begin{table}[ht]
\centering
\caption{Keyness analysis for sentences classified as nostalgic, separately for each method. Table lists the 50 most important features distinguishing `nostalgic' sentences (target category) from sentences classified as `not nostalgic' (reference category).} 
\label{tab:keyness}
\begingroup\footnotesize
\begin{tabular}{p{0.3\textwidth}p{0.7\textwidth}}
  \hline
Measure & Words \\ 
  \hline
Dictionary & heritage, past, history, preserve, constant, tradition, historic, preserved, ago, memory, persistent, cultural, persistence, persist, historical, preserves, years, persists, culture, artistic, persistently, preservation, architectural, monuments, intangible, identity, decade, museums, natural, reminiscent, traditions, nostalgia, museum, decades, archaeological, conservation, biodiversity, centuries, generations, unesco, values, four, nostalgic, persisted, mistakes, geography, landscape, archives, persisting, ancient \\ 
  Dictionary + Embeddings & return, heritage, past, continued, generation, traditional, generations, history, century, preservation, historical, preserve, decades, restore, continuous, constant, decade, tradition, traditions, historic, ago, preserved, preserving, returned, era, restoring, cultural, roots, regain, monuments, returning, memory, traditionally, 21st, rooted, root, legacy, persistent, rebuild, twenty-first, centuries, cherish, future, xxi, persistence, preceded, twentieth, persist, conserve, origins \\ 
  Dictionary + Sentiment & heritage, preserve, history, past, tradition, historic, constant, preserved, cultural, memory, ago, historical, artistic, preserves, persistent, culture, preservation, intangible, conservation, architectural, persistence, identity, natural, monuments, museums, years, traditions, enhancement, archaeological, restoration, unique, values, persistently, biodiversity, persist, protection, rich, proud, museum, treasure, decade, arts, achievements, landscape, generations, contemporary, unesco, memorable, national, archives \\ 
  Dictionary + Embeddings + Sentiment & heritage, return, restore, generations, preservation, generation, continued, preserve, traditional, historical, history, continuous, past, tradition, century, traditions, restoring, historic, preserving, constant, cultural, decades, decade, preserved, monuments, cherish, regain, era, roots, returning, memory, rooted, conserve, traditionally, returned, rebuild, 21st, ago, twenty-first, future, culture, centuries, artistic, natural, xxi, sacred, legacy, younger, confidence, identity \\ 
  SVM & culture, heritage, cultural, language, history, tradition, identity, traditions, values, sami, preservation, art, historical, preserve, national, christian, lithuanian, important, artistic, monuments, finnish, restoration, dissemination, landscape, arts, museums, nation, part, historic, museum, slovenian, education, intangible, care, rich, society, spiritual, kven, memory, cultures, great, archives, architectural, diversity, folk, music, portuguese, natural, conservation, traditional \\ 
  DistilBERT & cultural, culture, heritage, language, art, tradition, traditions, history, cultures, artistic, identity, arts, historical, languages, museums, museum, monuments, values, preservation, sami, music, archives, literature, archaeological, artists, historic, christian, dissemination, contemporary, national, portuguese, landscape, diversity, nation, theater, expressions, estonian, dutch, memory, lithuanian, folk, civilization, preserve, architectural, linguistic, ancient, roots, collections, spanish, society \\ 
   \hline
\end{tabular}
\endgroup
\end{table}
